Mining IPC-2011
Isabel Cenamor, Tomas de la Rosa. (2012). "Mining IPC-2011 ." Proceedings of ICAPS-12 workshop on International Planning Competition.
CV
Education
- B.S. Computer Science with specialization in Artificial - Universidad Carlos III de Madrid Intelligence, 2005-2011
- M.S. Computer Science and Technology with specialization in Artificial - Universidad Carlos III de Madrid Intelligence 2011-2012
- Ph.D Computer Science and Technology Universidad Carlos III, Universidad Carlos III de Madrid 2013-2017
Work experience
- Currently: Chief Technology Officer (CTO)
- Xplain AG Ibérica S. L.
- Duties included: Responsible of a range of multi-disciplinary projects in Xplain. The company is an IT company specialized in solutions for public administration and organizations with security tasks. We daily work in cooperation with our colleagues in Germany and at the Swiss headquarters
- Supervisor: Daniel Loewinger
- May 2014: Researching Assistant
- Universidad Carlos III de Madrid
- Duties included: My dissertation and lab teaching
- Supervisor: Planning and Learning Group - Fernando Fernandez and Tomas de la Rosa
- December 2014: Intership
- University of Huddersfield
- Duties included: Automated Planning on Transport System Support” at COST Network Action Autonomic Road Transport Support Systems(ARTS), (EU/ESF funded)
- Supervisor: Lee McCluskey
- May 2014: Researching Assistant
- Universidad Carlos III de Madrid
- Duties included: Develop, test and documentation in python, html, JSON.
- Supervisor: Planning and Learning Group - Daniel Borrajo
Skills
🧠 Artificial Intelligence & Machine Learning
- Machine Learning: Supervised and unsupervised
- Deep Learning: CNN, RNN, Transformers
- Automated Planning: PDDL, temporal and hierarchical planning
- AI Research & Competitions: ICAPS, benchmarks
- MLOps: Model lifecycle, deployment, monitoring
🛠️ Technologies & Development
- Python: Pandas, Scikit-learn, TensorFlow, PyTorch
- Java: Productive and academic environments
- RESTful APIs & Microservices
- Docker & Kubernetes: Development and production environments
- Version Control & CI/CD: Git, Jenkins, GitLab CI
- Databases: SQL (PostgreSQL, SQL Server), NoSQL
🌐 Web & Software Architecture
- Software Architecture & Scalability
- Cloud Computing: Azure
- Containers & Orchestration: For builds and deployments 👥 Leadership & Management
- Technical Leadership & Mentoring
- Strategic Decision-Making
- Team Management: Multidisciplinary and remote teams
- Agile Methodologies: Scrum
- Stakeholder Communication & Tech-Business Alignment
📈 Outreach & Impact
- Public Speaking: Podcasts, interviews
- Academic-Industry Collaboration: Universidad Carlos III, Universidad Internacional de Valencia
- Reviewer for AI Conferences: ICAPS
Publications
Learning Predictive Models to Configure Planning Portfolios
Isabel Cenamor, Tomas de la Rosa, Fernando Fernandez (2013). "Learning Predictive Models to Configure Planning Portfolios" Proceedings of ICAPS-13 workshop on Planning and Learning..
OnDroad Planner: Building Tourist Plans Using Traveling Social Network Information
Isabel Cenamor, Tomas de la Rosa, Daniel Borrajo. (2013). "OnDroad Planner: Building Tourist Plans Using Traveling Social Network Information" Proceedings of Human Computation and Crowdsourcing: Work in Progress and Demostration Abstracts.
NuCeLaR
Isabel Cenamor. (2014). "NuCeLaR" IPC.
Strategies to Configure a Portfolio
Isabel Cenamor (2014). "Strategies to Configure a Portfolio" Doctoral Consortium, International Conference on Automated Planning and Scheduling. (ICAPS 2014) Portsmouth, USA.
LIBACOP
Isabel Cenamor and Tomas de la Rosa and Fernando Fernandez. (2014). "LIBACOP and LIBACOP2 Planner." IPC. 1(2).
IBACOP and IBACOP2 Planner
Isabel Cenamor and Tomas de la Rosa and Fernando Fernandez (2014). "IBACOP and IBACOP2 Planner" IPC.
Planning & Scheduling Applications in Urban Traffic Management
Isabel Cenamor , Lukas Chrpa, Falilat Jimoh, Thomas L. McCluskey and Mauro Vallati (2010). "Planning & Scheduling Applications in Urban Traffic Management." PlanSIG. 1(2).
The IBaCoP Planning System: Instance-Based Configured Portfolios
Isabel Cenamor, Tomás de la Rosa, Fernando Fernández (2016). "The IBaCoP Planning System: Instance-Based Configured Portfolios" JAIR.56.
Planning for Tourism Routes using Social Networks
IsabelCenamor Tomásde la Rosa, Sergio Núñez, Daniel Borrajo (2017). "Planning for tourism routes using social networks" Expert Systems with Applications.Volume 69, 1 March 2017, Pages 1-9.
Creating Planning Portfolios with Predictive Models
Isabel Cenamor. (2017). "Creating Planning Portfolios with Predictive Models" Universidad Carlos III de Madrid.
Performance Modelling of Planners from Homogeneous Problem Sets
Tomas de la Rosa, Isabel Cenamor, Fernando Fernandez (2018). "Performance Modelling of Planners from Homogeneous Problem Set." ICAPS.Pittsburgh, Pennsylvania USA, from June 18–23, 2017.
IBaCoP-2018
Isabel Cenamor, Tomas de la Rosa, Fernando Fernandez (2018). "IBaCoP-2018 and IBaCoP2-2018." International Planning Competition
TemPoRal
Isabel Cenamor, Mauro Vallati, Lukas Chrpa, Tomas de la Rosa and Fernando Fernandez. (2018). "TemPoRal: Temporal Portfolio Algorithm." IPC.
On the predictability of domain‐independent temporal planners
Isabel Cenamor, Mauro Vallati, Lukas Chrpa. (2019). "On the predictability of domain‐independent temporal planners."Computational Intelligence.
Insights from the 2018 IPC Benchmarks
Isabel Cenamor, Alberto Pozanco (2019). "Insights from the 2018 IPC Benchmarks."The International Planning Competition (WIPC).
La creatividad de la IA permite comprender mejor cómo funciona la humana
Isabel Cenamor: «La creatividad de la IA permite comprender mejor cómo funciona la humana» por Marisol Sales Giménez.
Talks
Summer School - Autonomic Road Transport Support Systems
Talk at The COST Network, Paris-Marne La Valée
Doctoral conferences
Doctoral conferences at Universidad Carlos III de Madrid, Leganes Madrid
Pre-Defense
Talk at Universidad Carlos III de Madrid, Leganes España
ICAPS-2017
Conference proceedings talk at Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling , Pittsburgh
Teaching
Additional Information
Degree’s Evaluator for ACREDITA program (Agencia Nacional de Evaluación de la Calidad y Acreditación (ANECA)). Systematic verification of the results of degrees that have been implemented by the universities.
Basic course of Digital Marketing by Google and Interactive Advertising Bureau.
Auxiliary Reviewer
- ICAPS-15: The 25th International Conference on Automated Planning and Scheduling.
- AAAI-15: The 27th Annual Conference on Innovative Applications of Artificial Intelligence.
- SoCS 2014: The Seventh Annual Symposium on Combinatorial Search.
Program Committee
- ICAPS-19, 20, 21, 22, 23, 24, 25: The International Conference on Automated Planning and Scheduling. https://icaps19.icaps-conference.org/organizing-team
- AAAI-21: The 35th Conference on Artificial Intelligence. https://aaai.org/Conferences/AAAI-21/